DATA5002 Project

Main factors of diabetes and how to reduce the possibility of diabetes by controlling BMI

Heatmap of all variables in the Diabetes Data set

Please find out which factors are the most correlated to the Outcome?

Tips: The lighter the color, the stronger the relationship. Also, please ignore the diagonal as it represents the correlation with itself!

The answer is “Glucose”!

And the second most strongly correlated variable is BMI.

Did you answer correctly?

Boxplot of Glucose by Outcome

Could you find out the mean, median and other features for each category?

Tips: You can try to hovering your mouse on the chart to find the answer.

Density Plot of Family History by Outcome

Do you think this plot can show if family history have a significant influence on outcome?
Tips: You can compare two shapes and the overlapping area.

Outcome Count by Age, BMI Level and Number of Children

Which groups are you in? 

What is the distribution of BMI levels in your group?

Age Group

21-31

32-41

42-51

52-61

62-71

72-81

BMI Group

BMI Level Distribution and Gender

Gender

Female

Male

BMI Level Distribution and Family History

family history

0

1

Consumption of alcohol

Outcome Count by BMI Level and Trip Mode

Could you find out the differences of trip mode between each BMI level?

Scatter Plot for Self-Comparison or Reference.

This scatter plot shows the interval where each weight category is located distictly. 
You can bring in your own height and weight to determine your range.